OCT layer segmentation using U-NET semantic segmentation and RESNET34 encoder-decoder

OCT layer segmentation using U-NET semantic segmentation and RESNET34 encoder-decoder

Images using OCT (Optical Coherence Tomography) for producing cross-sections of images of retina light-sensitive tissue linings behind the human eye's black portions. Segmentation provides a better understanding of the retinal anatomy, which is essential in planning and evaluating treatment opt...

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Bibliographic Details
Main Authors: K. Yojana, L. Thillai Rani
Format: Article
Language:English
Published: Elsevier 2023-10-01
Series:Measurement: Sensors
Subjects:
Optical coherence tomography
Semantic segmentation
U-Net
ResNet34
Encoder
Decoder
Online Access:http://www.sciencedirect.com/science/article/pii/S2665917423001538

Internet

http://www.sciencedirect.com/science/article/pii/S2665917423001538

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